Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006633

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001536

distance 0.174

#2 · Punecell 4900001421

distance 0.197

#3 · Sataracell 4940007695

distance 0.206 · cross-district

#4 · Punecell 4900007002

distance 0.226

#5 · Punecell 4900007004

distance 0.233

#6 · Punecell 4900001555

distance 0.248

#7 · Ahmednagarcell 4660003940

distance 0.252 · cross-district

#8 · Ahmednagarcell 4660004846

distance 0.252 · cross-district

#9 · Ahmednagarcell 4660005252

distance 0.259 · cross-district

#10 · Punecell 4900002915

distance 0.263

#11 · Punecell 4900012647

distance 0.263

#12 · Ahmednagarcell 4660003774

distance 0.264 · cross-district

#13 · Sataracell 4940008888

distance 0.265 · cross-district

#14 · Sataracell 4940008015

distance 0.274 · cross-district

#15 · Punecell 4900006993

distance 0.278

#16 · Sataracell 4940007654

distance 0.282 · cross-district

#17 · Sataracell 4940007810

distance 0.283 · cross-district

#18 · Sataracell 4940008781

distance 0.288 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900006633}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.